메뉴 건너뛰기




Volumn , Issue , 2009, Pages 432-436

Real-time visual tracking via incremental covariance model update on Log-Euclidean Riemannian manifold

Author keywords

Covariance descriptor; Incremental learning; Log Euclidean Riemannian metric; Particle filter; Visual tracking

Indexed keywords

COVARIANCE DESCRIPTOR; INCREMENTAL LEARNING; LOG-EUCLIDEAN; PARTICLE FILTER; RIEMANNIAN METRICS; VISUAL TRACKING;

EID: 74549148441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCPR.2009.5344069     Document Type: Conference Paper
Times cited : (9)

References (18)
  • 1
    • 0029723579 scopus 로고    scopus 로고
    • Real-time tracking of image regions with changes in geometry and illumination
    • G. Hager and P. Belhumeur. Real-time tracking of image regions with changes in geometry and illumination. Proc. CVPR 1996.
    • Proc. CVPR 1996
    • Hager, G.1    Belhumeur, P.2
  • 2
    • 0032316165 scopus 로고    scopus 로고
    • A framework for modeling appearance change in image sequence
    • M. J. Black, D. J. Fleet, and Y. Yacoob. A framework for modeling appearance change in image sequence. Proc. ICCV 1998.
    • Proc. ICCV 1998
    • Black, M.J.1    Fleet, D.J.2    Yacoob, Y.3
  • 4
    • 7444266896 scopus 로고    scopus 로고
    • Visual Tracking and Recognition Using Appearance-Adaptive Models in Particle Filters
    • November
    • S. K. Zhou, R. Chellappa, and B. Moghaddam. Visual Tracking and Recognition Using Appearance-Adaptive Models in Particle Filters. IEEE Trans. On Image Processing, Vol. 13, pp.1491-1506 , November 2004.
    • (2004) IEEE Trans. On Image Processing , vol.13 , pp. 1491-1506
    • Zhou, S.K.1    Chellappa, R.2    Moghaddam, B.3
  • 5
    • 0000019029 scopus 로고    scopus 로고
    • Eigentracking: Robust matching and tracking of articulated objects using view-based representation
    • M. J. Black and A. D. Jepson. Eigentracking: Robust matching and tracking of articulated objects using view-based representation. Proc. ECCV 1996.
    • Proc. ECCV 1996
    • Black, M.J.1    Jepson, A.D.2
  • 6
    • 56449093732 scopus 로고    scopus 로고
    • Incremental Learning for Visual Tracking
    • D. Ross, J. Limy, R. Lin andM. Yang. Incremental Learning for Visual Tracking. In: IJCV 2007.
    • (2007) IJCV
    • Ross, D.1    Limy, J.2    Lin andM, R.3    Yang4
  • 8
    • 77951204037 scopus 로고    scopus 로고
    • Online Tracking and Reacquisition Using Co-trained Generative and Discriminative Trackers
    • Q. Yu, T. B. Dinh and G. Medioni. Online Tracking and Reacquisition Using Co-trained Generative and Discriminative Trackers. Proc. ECCV 2008.
    • Proc. ECCV 2008
    • Yu, Q.1    Dinh, T.B.2    Medioni, G.3
  • 9
    • 0034247885 scopus 로고    scopus 로고
    • Sequential Karhunen-Loeve basis extraction and its application to images
    • A. Levy and M. Lindenbaum. Sequential Karhunen-Loeve basis extraction and its application to images. IEEE Transactions on Image Processing, 9(8):1371-1374, 2000.
    • (2000) IEEE Transactions on Image Processing , vol.9 , Issue.8 , pp. 1371-1374
    • Levy, A.1    Lindenbaum, M.2
  • 10
    • 74549216332 scopus 로고    scopus 로고
    • Region covariance: A fast descriptor for detection and classification
    • O. Tuzel, F. Porikli, and P. Meer. Region covariance: A fast descriptor for detection and classification. Proc. ECCV 2005.
    • Proc. ECCV 2005
    • Tuzel, O.1    Porikli, F.2    Meer, P.3
  • 11
    • 29344452228 scopus 로고    scopus 로고
    • A Riemannian Framework for Tensor Computing
    • X. Pennec, P. Fillard, and N. Ayache. A Riemannian Framework for Tensor Computing. In: IJCV 2006.
    • (2006) IJCV
    • Pennec, X.1    Fillard, P.2    Ayache, N.3
  • 12
    • 33845598510 scopus 로고    scopus 로고
    • Covariance tracking using model update based on Lie algebra
    • F. Porikli, O. Tuzel, and P. Meer. Covariance tracking using model update based on Lie algebra. Proc. CVPR 2006.
    • Proc. CVPR 2006
    • Porikli, F.1    Tuzel, O.2    Meer, P.3
  • 14
    • 0001635376 scopus 로고    scopus 로고
    • Contour tracking by stochastic propagation of conditional density
    • M. Isard and A. Blake. Contour tracking by stochastic propagation of conditional density. Proc. ECCV 1996.
    • Proc. ECCV 1996
    • Isard, M.1    Blake, A.2
  • 15
    • 33744958383 scopus 로고    scopus 로고
    • Integral histogram: A fast way to extract histograms in Cartesian spaces
    • F. Porikli. Integral histogram: A fast way to extract histograms in Cartesian spaces. Proc. CVPR 2005.
    • Proc. CVPR 2005
    • Porikli, F.1
  • 16
    • 26444493417 scopus 로고    scopus 로고
    • A metric for covariance matrices
    • Technical report, Dept. of Geodesy and Geoinformatics, Stuttgart University
    • W. Förstner and B. Moonen. A metric for covariance matrices. Technical report, Dept. of Geodesy and Geoinformatics, Stuttgart University, 1999.
    • (1999)
    • Förstner, W.1    Moonen, B.2
  • 18
    • 0344982975 scopus 로고    scopus 로고
    • Weighted and Robust Incremental Method for Subspace Learning
    • D. Skocaj and A. Leonardis. Weighted and Robust Incremental Method for Subspace Learning. Proc. ICCV 2003.
    • Proc. ICCV 2003
    • Skocaj, D.1    Leonardis, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.